Chunsheng Yang

According to our database, Chunsheng Yang authored at least 84 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Defenses to Membership Inference Attacks: A Survey.

Li Hu, Anli Yan, Hongyang Yan, Jin Li, Teng Huang, Yingying Zhang, Changyu Dong, Chunsheng Yang

ACM Comput. Surv., April, 2024

Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines.

Wentao Mao, Wen Zhang, Ke Feng, Michael Beer, Chunsheng Yang

Reliab. Eng. Syst. Saf., February, 2024

Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect Detection.

Rahatara Ferdousi, Chunsheng Yang, M. Anwar Hossain, Fedwa Laamarti, M. Shamim Hossain, Abdulmotaleb El-Saddik

CoRR, 2024

Exploring User Perceptions of Virtual Reality Scene Design in Metaverse Learning Environments.

Rahatara Ferdousi, Mohammed Faisal, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023

Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey.

Jiatong Ling, Ke Feng, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu

IEEE Trans. Instrum. Meas., 2023

A Reusable AI-Enabled Defect Detection System for Railway Using Ensembled CNN.

Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik

CoRR, 2023

TSViT: A Time Series Vision Transformer for Fault Diagnosis.

Shouhua Zhang, Jiehan Zhou, Xue Ma, Chenglin Wen, Susanna Pirttikangas, Chen Yu, Weishan Zhang, Chunsheng Yang

CoRR, 2023

Digital Twin for Railway: A Comprehensive Survey.

Sara Ghaboura, Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik

IEEE Access, 2023

Systematic Sensor Data-Driven Analysis Pipeline for Anomaly Monitoring of Bridges and Rails.

Ling Bai, Rakiba Rayhana, Zheng Liu, Chunsheng Yang, Min Liao, George Xiao

Proceedings of the IEEE Sensors Applications Symposium, 2023

Towards Heterogeneous Federated Learning: Analysis, Solutions, and Future Directions.

Yongwei Lin, Yucheng Long, Zhili Zhou, Yan Pang, Chunsheng Yang

Proceedings of the Artificial Intelligence Security and Privacy, 2023

Multi-agent Reinforcement Learning Based User-Centric Demand Response with Non-intrusive Load Monitoring.

Mohammad Ashraf, Sima Hamedifar, Shichao Liu, Chunsheng Yang, Alanoud Alrasheedi

Proceedings of the Artificial Intelligence Security and Privacy, 2023

2022

Relative Entropy of Distance Distribution Based Similarity Measure of Nodes in Weighted Graph Data.

Shihu Liu, Yingjie Liu, Chunsheng Yang, Li Deng

Entropy, 2022

Non-invasive Anemia Detection from Conjunctival Images.

Rahatara Ferdousi, Nabila Mabruba, Fedwa Laamarti, Abdulmotaleb El-Saddik, Chunsheng Yang

Proceedings of the Smart Multimedia - Third International Conference, 2022

Transfer Learning-enabled Modelling Framework for Digital Twin.

Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Lifetime Learning-enabled Modelling Framework for Digital Twin.

Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El-Saddik, Yifeng Li, Zheng Liu, Min Liao

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

RailTwin: A Digital Twin Framework For Railway.

Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, Abdulmotaleb El-Saddik

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

A New Micro-Magnetic Method for Monitoring and Analyzing the Tensile Stress Damage State of Brass.

Qiangqiang Cheng, Yiqi Yan, Pengyu Sun, Runqiao Yu, Chunsheng Yang, Peter Xiaoping Liu

IEEE Trans. Instrum. Meas., 2021

Machine Learning-Based Prognostics for Central Heating and Cooling Plant Equipment Health Monitoring.

Chunsheng Yang, Burak Gunay, Zixiao Shi, Weiming Shen

IEEE Trans Autom. Sci. Eng., 2021

Development of IoT-based smart agriculture monitoring system for red radish plants production.

Ari Aharari, Chunsheng Yang

Int. J. Reason. based Intell. Syst., 2021

Machine learning-based consensus decision-making support for crowd-scale deliberation.

Chunsheng Yang, Wen Gu, Takayuki Ito, Xiaohua Yang

Appl. Intell., 2021

Forecasting and simulation of cutting force in virtual surgery based on particle filtering.

Qiangqiang Cheng, Pengyu Sun, Chunsheng Yang, Runqiao Yu, Peter Xiaoping Liu

Appl. Intell., 2021

Experimental study on the stress and magnetic behavior of non-ferromagnetic materials in weak magnetic field.

Yiqi Yan, Shichao Liu, Chunsheng Yang, Runqiao Yu, Qiangqiang Cheng

Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Toward Lifetime Learning-based Predictive.

Chunsheng Yang, Yuhong Guo, Yubin Yang, Xiaohua Yang

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Source-free Unsupervised Domain Adaptation with Surrogate Data Generation.

Yan Hao, Yuhong Guo, Chunsheng Yang

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

A morphing-Based 3D point cloud reconstruction framework for medical image processing.

Qiangqiang Cheng, Pengyu Sun, Chunsheng Yang, Yubin Yang, Peter Xiaoping Liu

Comput. Methods Programs Biomed., 2020

2019

BA-PNN-based methods for power transformer fault diagnosis.

Xiaohui Yang, Wenkai Chen, Anyi Li, Chunsheng Yang, Zihao Xie, Huanyu Dong

Adv. Eng. Informatics, 2019

Fault Diagnosis in Chemical Processes Based on Class-Incremental FDA and PCA.

Xiaohui Yang, Songhong Rui, Xiaolong Zhang, Shaoping Xu, Chunsheng Yang, Peter X. Liu

IEEE Access, 2019

A Case-Based Reasoning Approach for Facilitating Online Discussions.

Wen Gu, Ahmed Moustafa, Takayuki Ito, Minjie Zhang, Chunsheng Yang

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Toward Case-based Reasoning Facilitation for Online Discussion in Deliberation.

Chunsheng Yang, Wen Gu, Takayuki Ito

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

A Deep Learning Approach for Heating and Cooling Equipment Monitoring.

Yunli Wang, Chunsheng Yang, Weiming Shen

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Railway Joint Detection Using Deep Convolutional Neural Networks.

Yanmin Sun, Yan Liu, Chunsheng Yang

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

An inquiry into the predictability of failure events in chillers and boilers.

Burak Gunay, Zixiao Shi, Chunsheng Yang, Weiming Shen, Darwish Darwazeh

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM.

Anyi Li, Xiaohui Yang, Huanyu Dong, Zihao Xie, Chunsheng Yang

Sensors, 2018

Particle filtering-based methods for time to failure estimation with a real-world prognostic application.

Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Qiangqiang Cheng

Appl. Intell., 2018

A Joint Multi-Feature and Scale-Adaptive Correlation Filter Tracker.

Xiaohui Yang, Hao Zhang, Lei Yang, Chunsheng Yang, Peter X. Liu

IEEE Access, 2018

2017

Collision detection for virtual environment using particle swarm optimization with adaptive cauchy mutation.

Yanni Zou, Peter X. Liu, Chunsheng Yang, Chunquan Li, Qiangqiang Cheng

Clust. Comput., 2017

Machine learning-based methods for analyzing grade crossing safety.

Chunsheng Yang, Eric Trudel, Yan Liu

Clust. Comput., 2017

Machine learning-based methods for TTF estimation with application to APU prognostics.

Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang

Appl. Intell., 2017

Toward failure mode and effect analysis for heating, ventilation and air-conditioning.

Chunsheng Yang, Qiangqiang Chen, Weiming Shen, Burak Gunay

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

2016

Developing machine learning-based models to estimate time to failure for PHM.

Chunsheng Yang, Takayuki Ito, Yubin Yang, Jie Liu

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016

Intelligent stereo camera mobile platform for indoor service robot research.

Kun Zhuang, Chunsheng Yang, Yubin Yang, Jie Liu, Nan Jiang

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Developing predictive models for time to failure estimation.

Chunsheng Yang, Qiangqiang Chen, Yubin Yang, Nan Jiang

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Data-driven modeling method for analyzing grade crossing safety.

Eric Trudel, Chunsheng Yang, Yan Liu

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Preface.

Peter X. Liu, Weiming Shen, Chunsheng Yang

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

2015

A Novel Transdermal Power Transfer Device for the Application of Implantable Microsystems.

Jing-Quan Liu, Yue-Feng Rui, Xiaoyang Kang, Bin Yang, Xiang Chen, Chunsheng Yang

Micromachines, 2015

Data mining-based methods for fault isolation with validated FMEA model ranking.

Chunsheng Yang, Yanni Zou, Pinhua Lai, Nan Jiang

Appl. Intell., 2015

Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance.

Chunsheng Yang, Qingfeng Lou, Jie Liu, Hongyu Guo, Yun Bai

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Particle Filter-Based Model Fusion for Prognostics.

Claudia Maria García, Yanni Zou, Chunsheng Yang

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

The haptic interaction in virtual surgery based sliding mode control.

Peter Lingyan Hu, Lei Xiao, Xiaoping Liu, Chunsheng Yang

Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015

2014

Particle Filter-Based Method for Prognostics with Application to Auxiliary Power Unit.

Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Yun Bai

Proceedings of the Modern Advances in Applied Intelligence, 2014

Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems.

Chunsheng Yang, Sylvain Létourneau, Hongyu Guo

Proceedings of the Modern Advances in Applied Intelligence, 2014

A Data Driven Approach for Smart Lighting.

Hongyu Guo, Sylvain Létourneau, Chunsheng Yang

Proceedings of the Modern Advances in Applied Intelligence, 2014

Poly(3, 4-ethylenedioxythiophene)/graphene oxide composite coating for electrode-tissue interface.

Hongchang Tian, Jing-Quan Liu, Xiaoyang Kang, Dai-Xu Wei, Chuan Zhang, Jing-Cheng Du, Bin Yang, Xiang Chen, Chunsheng Yang

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Fabrication and electrochemical comparison of SIROF-AIROF-EIROF microelectrodes for neural interfaces.

Xiaoyang Kang, Jing-Quan Liu, Hongchang Tian, Bin Yang, Yanna NuLi, Chunsheng Yang

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Control of swimming in crucian carp: Stimulation of the brain using an implantable wire electrode.

Chuan Zhang, Jing-Quan Liu, Hongchang Tian, Xiaoyang Kang, Yue-Feng Rui, Bin Yang, Hongying Zhu, Chunsheng Yang

Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

Electrical properties of micro-heaters using sputtered NiCr thin film.

Ting-Ting Wu, Jing-Quan Liu, Shui-Dong Jiang, Bin Xu, Bin Yang, Hongying Zhu, Chunsheng Yang

Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

2012

Case learning for CBR-based collision avoidance systems.

Yuhong Liu, Chunsheng Yang, Yubin Yang, Fuhua Oscar Lin, Xuanmin Du, Takayuki Ito

Appl. Intell., 2012

Model Fusion-Based Batch Learning with Application to Oil Spills Detection.

Chunsheng Yang, Yubin Yang, Jie Liu

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2011

Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Modern Approaches in Applied Intelligence, 2011

2009

Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels.

Chunsheng Yang, Sylvain Létourneau

Appl. Intell., 2009

Data Fusion via Nonlinear Space Transformations.

Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang

Proceedings of the ISCA First International Conference on Sensor Networks and Applications (SNA-2009), 2009

Case Learning in CBR-Based Agent Systems for Ship Collision Avoidance.

Yuhong Liu, Chunsheng Yang, Yubin Yang, Fuhua Oscar Lin, Xuanmin Du

Proceedings of the Principles of Practice in Multi-Agent Systems, 2009

3D Scene Analysis Using UIMA Framework.

Yubin Yang, Wei Wei, Tong Lu, Yang Gao, Yao Zhang, Chunsheng Yang

Proceedings of the Next-Generation Applied Intelligence, 2009

2008

Automated case creation and management for diagnostic CBR systems.

Chunsheng Yang, Benoit Farley, Robert Orchard

Appl. Intell., 2008

Multi-agent Planning for Ship Collision Avoidance.

Yuhong Liu, Chunsheng Yang, Xuanmin Du

Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

A CBR-Based Approach for Ship Collision Avoidance.

Yuhong Liu, Chunsheng Yang, Xuanmin Du

Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

2007

A fuzzy-based collision avoidance approach for multi-robot systems.

Chengtao Cai, Chunsheng Yang, Qidan Zhu, Yanhua Liang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

Model evaluation for prognostics: estimating cost saving for the end users.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

A Multiagent-Based Simulation System for Ship Collision Avoidance.

Yuhong Liu, Chunsheng Yang, Xuanmin Du

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

On-Demand Regression to Improve Preciseness of Time to Failure Predictions.

Sylvain Létourneau, Chunsheng Yang, Zhenkai Liu

Proceedings of the Artificial Intelligence for Prognostics, 2007

2006

Introduction.

Robert Orchard, Chunsheng Yang

Appl. Intell., 2006

Specifying distributed multi-agent systems in chemical reaction metaphor.

Hong Lin, Chunsheng Yang

Appl. Intell., 2006

Specification of Multi-Agent Systems in the Gamma Language.

Hong Lin, Chunsheng Yang

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Designing Multiagent-Based Education Systems for Navigation Training.

Chunsheng Yang, Hong Lin, Fuhua Oscar Lin

Proceedings of the Firth IEEE International Conference on Cognitive Informatics, 2006

2005

Learning to predict train wheel failures.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Constructing Knowledge Bases for e-Learning Using Protege 2000 and Web Services.

Mike Hogeboom, Fuhua Oscar Lin, Larbi Esmahi, Chunsheng Yang

Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 2005

Initial probe on the development of e-commerce.

Chunsheng Yang

Proceedings of the 7th International Conference on Electronic Commerce, 2005

2004

Chemical Reaction Metaphor in Distributed Learning Environments.

Hong Lin, Chunsheng Yang

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

2003

Modified Connectivity Indices and Their Application to QSPR Study.

Chunsheng Yang, Chongli Zhong

J. Chem. Inf. Comput. Sci., 2003

Authoring Cases from Free-Text Maintenance Data.

Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

Automated Case Base Creation and Management.

Chunsheng Yang, Robert Orchard, Benoit Farley, Marvin Zaluski

Proceedings of the Developments in Applied Artificial Intelligence, 2003

2001

Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor.

Chunsheng Yang, Sieu Phan, Pikuei Kuo, Fuhua Oscar Lin

Proceedings of the Engineering of Intelligent Systems, 2001

PMS: A PVC Management System for ATM Networks.

Chunsheng Yang, Sieu Phan

Proceedings of the Networking, 2001

2000

A Simulation-Based Procedure for Expert System Evaluation.

Chunsheng Yang, Kuniji Kose, Sieu Phan, Pikuei Kuo

Proceedings of the Intelligent Problem Solving, 2000